talk about savills’ challenge to us
We needed to narrow down and select something to focus on
We know with real estate it is important to know WHAT to buy
In order to optimize size of location, you need to know how many people will show up to the office
However, modelling this after covid times can be complicated - we are here to do that
Predicting who will show up to offices can be hard after covid
What if you care about attendance at an office you choose? What if the market you choose to settle in affects who attends work?
Using data from Kastle, we talk about the occupancy rate
Figure 1: Major Markets Recorded by Kastle
Figure 2: Seasonal Time Series of Occupancy
Figure 3: Trend Component of Occupancy (After LOESS Decomposition)
Figure 4: State Political Affiliation
Figure 5: Trend Component of Occupancy (After LOESS Decomposition)
What variables explain the increasing trend of post-COVID office occupancy across major markets?
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extra yap: connecting to the main question. What trends explain the trend what is making people return to office, and is it dependent on city
Help making the Quarto Presentation
Data Sources
Thanks to Seville for providing the topic!
Thanks to WiDS and ASA for hosting the Data Fest!